1. Advances in Non-Stationary Sequential Decision-Making Suk, Joseph 2024 Theses StatisticsDecision makingReinforcement learningSmoothing (Statistics)
2. Application of Distance Covariance to Time Series Modeling and Assessing Goodness-of-Fit Fernandes, Leon 2024 Theses StatisticsTime-series analysis--Mathematical modelsTime-series analysis--Statistical methodsTime-series analysis--Data processingStochastic analysisAnalysis of covariance--Mathematical modelsGoodness-of-fit tests
3. Nonparametric Methods for Measuring Conditional Dependence, Multi-Sample Dissimilarity, and Testing for Symmetry Huang, Zhen 2024 Theses StatisticsSymmetry (Mathematics)Statistical hypothesis testingMultivariate analysisHotelling, Harold, 1895-1973
4. On Modeling Spatial Time-to-Event Data with Missing Censoring Type Lu, Diane 2024 Theses StatisticsMedical statisticsStatistics--ModelsBayesian statistical decision theory--Mathematical modelsHydraulics--Statistical methodsLeaves--Anatomy
5. On Some Problems In Transfer Learning Galbraith, Nicholas R. 2024 Theses StatisticsReinforcement learningTransfer learning (Machine learning)Markov processesClassificationData mining--Statistical methods
6. Semiparametric Modeling and Analysis for Time-varying Network Data Sun, Jiajin 2024 Theses StatisticsLongitudinal methodPanel analysisEmbeddings (Mathematics)Latent variablesDavid Cox (statistician)
7. Topics on Machine Learning under Imperfect Supervision Yuan, Gan 2024 Theses StatisticsComputer scienceMachine learning--Statistical methodsTransfer learning (Machine learning)Active learningBayesian statistical decision theoryCrowns (Botany)Gaussian processes
8. Trade-Offs and Opportunities in High-Dimensional Bayesian Modeling Cademartori, Collin Andrew 2024 Theses StatisticsBayesian statistical decision theory--Mathematical modelsMultivariate analysis--Data processingData sets
9. Inference in ERGMs and Ising Models. Xu, Yuanzhe 2023 Theses StatisticsRandom graphsIsing modelMarkov processesGaussian Markov random fields
10. Large Dimensional Data Analysis using Orthogonally Decomposable Tensors: Statistical Optimality and Computational Tractability Auddy, Arnab 2023 Theses StatisticsCalculus of tensorsMathematical optimizationDecomposition (Mathematics)Error analysis (Mathematics)
11. Martingale Schrodinger Bridges and Optimal Semistatic Portfolios Zhao, Long 2023 Theses StatisticsMathematicsOptions (Finance)--Mathematical modelsStocksInternational finance--Statistics
12. On the Multiway Principal Component Analysis Ouyang, Jialin 2023 Theses StatisticsPrincipal components analysisSingular value decomposition
13. Optimal Inference with a Multidimensional Multiscale Statistic Datta, Pratyay 2023 Theses StatisticsStochastic processesGaussian processesMultiscale modeling
14. Process Data Applications in Educational Assessment Qi, Jitong 2023 Theses StatisticsEducation--Computer-assisted instructionEducational tests and measurements--Statistical methodsProblem solving
15. Signal-to-noise ratio aware minimaxity and its asymptotic expansion Guo, Yilin 2023 Theses StatisticsMaxima and minimaGaussian processes
16. Statistical Methods for Structured Data: Analyses of Discrete Time Series and Networks Palmer, William Reed 2023 Theses StatisticsTime-series analysis--Statistical methodsBayesian statistical decision theoryCOVID-19 (Disease)--Data processingCOVID-19 (Disease)--MortalityDiseases--Statistics
17. Advances in Machine Learning for Complex Structured Functional Data Tang, Chengliang 2022 Theses StatisticsMachine learning--Statistical methodsStatistical functionals
18. Advances in Machine Learning for Compositional Data Gordon Rodriguez, Elliott 2022 Theses StatisticsMachine learning--Statistical methodsGeochemistryBacteriology
19. Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing Deb, Nabarun 2022 Theses StatisticsMathematicsStatistical hypothesis testing
20. Latent Variable Models for Events on Social Networks Ward, Owen Gerard 2022 Theses StatisticsSocial networksOnline social networksSocial hierarchy in animalsMarkov processesLatent variables